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These are freely available datasets from here and around the world. Some are accessible via API's, which are an automated way to mine data into software like Google Refine.

Data.gov.au - Is hosted by the Australian Government. At present it contains over 1000 datasets, including datasets on Culture, including a photography dataset. Contains a bunch of interesting apps and links to GIS software also.

Datacatalogs.org - Is a portal to open Datasets from around the world. Contains a couple of visualization datasets. API compatible.